XPSResponseExplanationParameters
import type { XPSResponseExplanationParameters } from "https://googleapis.deno.dev/v1/language:v2.ts";
interface XPSResponseExplanationParameters {
integratedGradientsAttribution?: XPSIntegratedGradientsAttribution;
xraiAttribution?: XPSXraiAttribution;
}§Properties
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integratedGradientsAttribution?: XPSIntegratedGradientsAttribution
[src]An attribution method that computes Aumann-Shapley values taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365
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xraiAttribution?: XPSXraiAttribution
[src]An attribution method that redistributes Integrated Gradients attribution to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 XRAI currently performs better on natural images, like a picture of a house or an animal. If the images are taken in artificial environments, like a lab or manufacturing line, or from diagnostic equipment, like x-rays or quality-control cameras, use Integrated Gradients instead.